Pengshan Cai
Pengshan Cai has 2 papers in our library, in 2022–2023, most of them on Question answering, Information retrieval & search; often with Alfio Gliozzo, Dakuo Wang, Fei Liu.
OpenAlex · ORCID · Wikidata · h-index 6 · 20 works · 311 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 106 times in our library · ⭐ Paper Stars ranking: #5623
Affiliations
Fields, topics and concepts
📚 Shelves 11The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 1 workComputer Science · 1 workArtificial Intelligence · 1 workInformation Systems · 1 workLanguage and Linguistics · 1 workBiochemistry, Genetics and Molecular Biology · 1 workGeneral Health Professions · 1 workHealth Informatics · 1 workHealth Professions · 1 workMedicine · 1 workMolecular Biology · 1 work
🧭 Topics 2Research subjects and languages the work is about.Information retrieval & search · 1 workQuestion answering · 1 work
Works by year
2020s
Papers
- Re2G: Retrieve, Rerank, Generate (2022 · 184 citations)
Retrieval-augmented generators such as RAG and REALM let a model draw on a large passage corpus instead of storing all its knowledge in parameters. - PaniniQA: Enhancing Patient Education Through Interactive Question Answering (2023 · 24 citations)
Patients leaving hospital often struggle to grasp or remember their discharge instructions, and their misreadings usually go uncorrected. PaniniQA addresses this with a chatbot that quizzes patients about their own instructions. It follows the Prompt–Evaluate–Expand–Repeat (P.E.E.R.) cycle from Dialogic Reading.
Co-authors here
Venues
- Conference of the North American Chapter of the Association for Computational Linguistics (NAACL): NAACL 2022
- Transactions of the Association for Computational Linguistics (TACL): Transactions of the Association for Computational Linguistics (TACL) 2023
Cited by
Updated
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